Update pages/4_Model_Creation_and_Evaluation.py

pages/4_Model_Creation_and_Evaluation.py

@@ -206,14 +206,6 @@ if df is not None:
         unsafe_allow_html=True
     )
 
-    # Create and optimize the study
-    st.code("""
-    study = optuna.create_study(direction="maximize")
-    study.optimize(objective, n_trials=100)
-    # Display the best parameters
-    st.write("Best Parameters:", study.best_params)
-    """, language="python")
-
     # Create the best model
     st.markdown("## Create the Best Model")
     model = SVC(kernel='poly', gamma = 'scale', C = 974.1963187644974, degree = 2)